M. Pan

Dynamic UAV Swarm Collaboration for Multi-Targets Tracking Under Malicious Jamming: Joint Power, Path and Target Association Optimization
202313 citationsauthor #5
When UAVs Meet Cognitive Radio: Offloading Traffic Under Uncertain Spectrum Environment via Deep Reinforcement Learning
202343 citationsauthor #4
3D Geo-Indistinguishability for Indoor Location-Based Services
202233 citationsauthor #6
Cooperative Control of Physical Collision and Transmission Power for UAV Swarm: A Dual-Fields Enabled Approach
202219 citationsauthor #4
Make Smart Decisions Faster: Deciding D2D Resource Allocation via Stackelberg Game Guided Multi-Agent Deep Reinforcement Learning
202245 citationsauthor #4
Private Empirical Risk Minimization With Analytic Gaussian Mechanism for Healthcare System
202211 citationsauthor #6
Defense Against Machine Learning Based Attacks in Multi-UAV Networks: A Network Coding Based Approach
202212 citationsauthor #3
To Talk or to Work: Delay Efficient Federated Learning over Mobile Edge Devices
20213 citationsauthor #6
Riding Stress Wave: Underwater Communications Through Pipeline Networks
20216 citationsauthor #7
Data-Driven Transportation Network Company Vehicle Scheduling With Users’ Location Differential Privacy Preservation
202117 citationsauthor #5
Advances in privacy-preserving computing
20212 citationsauthor #4
Adaptive Privacy Preserving Deep Learning Algorithms for Medical Data
202131 citationsauthor #6
Satellite-Guided Non-uniformed Beamforming for Direct Air-to-Ground Communications
20210 citationsauthor #5
Modeling COVID-19 with mean field evolutionary dynamics: Social distancing and seasonality
20217 citationsauthor #3
Path-Independent Device-Free Gait Recognition Using mmWave Signals
202121 citationsauthor #4
IEEE TCCN Special Section Editorial: Convergence of Collaborative Distributed Machine Learning and Edge Computing Toward Intelligent Networking
20210 citationsauthor #4
Reverberating Stress Wave Channel Capacity in Pipe Communications
20211 citationsauthor #7
Data-Driven Caching With Users’ Content Preference Privacy in Information-Centric Networks
202111 citationsauthor #7
Differentially Private and Communication Efficient Collaborative Learning
202125 citationsauthor #4
Toward Energy-Efficient Federated Learning Over 5G+ Mobile Devices
202156 citationsauthor #5
Multi-person device-free gesture recognition using mmWave signals
202112 citationsauthor #5
Aggregation-Based Colocation Datacenter Energy Management in Wholesale Markets
202110 citationsauthor #2
Wireless Telemetry System for Long-term Real-time Subsurface Monitoring
20210 citationsauthor #4
Privacy Preserving Participant Recruitment for Coverage Maximization in Location Aware Mobile Crowdsensing
202151 citationsauthor #7
Data-Driven Optimization for Cooperative Edge Service Provisioning With Demand Uncertainty
202119 citationsauthor #7
Delay Optimization in Multi-UAV Edge Caching Networks: A Robust Mean Field Game
202139 citationsauthor #7
Optimizing Data Transmission in High Altitude Balloon Networks with Multi-beam Directional Antennas
20211 citationsauthor #3
Deep Neural Network-Based Robust Spectrum Sensing: Exploiting Phase Difference Distribution
20217 citationsauthor #6
Incentivizing Differentially Private Federated Learning: A Multidimensional Contract Approach
2021109 citationsauthor #6
A Privacy Preserving Federated Learning Framework for COVID-19 Vulnerability Map Construction
20216 citationsauthor #4
Effective Proximal Methods for Non-convex Non-smooth Regularized Learning
20200 citationsauthor #4
To Talk or to Work: Flexible Communication Compression for Energy Efficient Federated Learning over Heterogeneous Mobile Edge Devices
2020181 citationsauthor #5
Underwater Robot Localization Using Magnetic Induction: Noise Modeling and Hardware Validation
20209 citationsauthor #5
Multi-Target Device-Free Wireless Sensing Based on Multiplexing Mechanisms
20209 citationsauthor #6
To Talk or to Work: Energy Efficient Federated Learning over Mobile Devices via the Weight Quantization and 5G Transmission Co-Design
20205 citationsauthor #6
Cross-Scenario Device-Free Activity Recognition Based on Deep Adversarial Networks
202027 citationsauthor #5
Towards Plausible Differentially Private ADMM Based Distributed Machine Learning
202012 citationsauthor #5
Evaluation of Inference Attack Models for Deep Learning on Medical Data
202022 citationsauthor #6
Differentially Private (Gradient) Expectation Maximization Algorithm with Statistical Guarantees
202016 citationsauthor #4
Optimal VNF Placement via Deep Reinforcement Learning in SDN/NFV-Enabled Networks
2020209 citationsauthor #3
Analyzing Social Distancing and Seasonality of COVID-19 with Mean Field Evolutionary Dynamics
20202 citationsauthor #3
Traffic Off-Loading over Uncertain Shared Spectrums with End-to-End Session Guarantee
20201 citationsauthor #3
Codebook-Based Beam Tracking for Conformal Array-Enabled UAV mmWave Networks
202040 citationsauthor #4
Differentially Private and Fair Classification via Calibrated Functional Mechanism
202049 citationsauthor #6
Towards Efficient Secure Aggregation for Model Update in Federated Learning
202029 citationsauthor #2
Enabling Edge Caching Through Full-Duplex Non-Orthogonal Multiple Access
20208 citationsauthor #4
Geo-Indistinguishablility for Crowdsourced-Based Radio Environment Map Construction
20202 citationsauthor #4
Data-Driven Optimization for Resource Provision in Non-Cooperative Edge Computing Market
20207 citationsauthor #6
A Service-Oriented Spectrum-Aware RAN-Slicing Trading Scheme Under Spectrum Sharing
202019 citationsauthor #5
No One Left Behind: Avoid Hot Car Deaths via WiFi Detection
20208 citationsauthor #6
Device-Free Multi-Person Respiration Monitoring Using WiFi
202043 citationsauthor #5
Underwater Wireless Communication Using Coil-Based Magnetic Induction
20202 citationsauthor #3
Throughput Optimization for Cognitive UAV Networks: A Three-Dimensional-Location-Aware Approach
202044 citationsauthor #4
Clock Auction Inspired Privacy Preserving Emergency Demand Response in Colocation Data Centers
20204 citationsauthor #6
Energy harvesting and wireless power transfer enabled wireless networks
20201 citationsauthor #5
Federated Learning in Vehicular Edge Computing: A Selective Model Aggregation Approach
2020361 citationsauthor #3
Secure Routing Protocol in Wireless Ad Hoc Networks via Deep Learning
20201 citationsauthor #6
Green Traffic Off-Loading Over Uncertain Shared Spectrums With End-to-End QoS Guarantee
20208 citationsauthor #3
Trading Based Service-Oriented Spectrum-Aware RAN-Slicing Under Spectrum Sharing
20202 citationsauthor #3
Task-Oriented Intelligent Networking Architecture for the Space–Air–Ground–Aqua Integrated Network
202084 citationsauthor #4
Mobile Crowdsensing Task Allocation optimization with Differentially Private Location Privacy
202013 citationsauthor #6
AI-Aided Downlink Interference Control in Dense Interference-Aware Drone Small Cells Networks
202011 citationsauthor #5
Mean Field Game Guided Deep Reinforcement Learning for Task Placement in Cooperative Multiaccess Edge Computing
202038 citationsauthor #4
Data-Driven Small Cell Planning for Traffic Offloading with Users’ Differential Privacy
20206 citationsauthor #6
Dynamic Magnetic Induction Wireless Communications for Autonomous-Underwater-Vehicle-Assisted Underwater IoT
202050 citationsauthor #6
Practical Device-Free Gesture Recognition Using WiFi Signals Based on Metalearning
202062 citationsauthor #5
Privacy Preserving Facial Recognition Against Model Inversion Attacks
20206 citationsauthor #6
MPTCP Meets Big Data: Customizing Transmission Strategy for Various Data Flows
202016 citationsauthor #5
COVID-19 Vulnerability Map Construction via Location Privacy Preserving Mobile Crowdsourcing
20206 citationsauthor #7
Energy-Efficient Proactive Caching for Adaptive Video Streaming via Data-Driven Optimization
202051 citationsauthor #6
Optimal Transportation Network Company Vehicle Dispatching via Deep Deterministic Policy Gradient
20195 citationsauthor #6
Max-Min Distance Clustering Based Distributed Cooperative Spectrum Sensing in Cognitive UAV Networks
201913 citationsauthor #5
Task-oriented and Disruption-tolerant Traffic Steering in UAV Networks
20190 citationsauthor #3
PerRNN: Personalized Recurrent Neural Networks for Acceleration-Based Human Activity Recognition
20197 citationsauthor #6
Data-Driven Small Cell Placement Optimization with Users' Differential Privacy for Wireless NGNs
20192 citationsauthor #6
Noncoherent Frequency Shift Keying for Ambient Backscatter Over OFDM Signals
201914 citationsauthor #3
Differentially Private Functional Mechanism for Generative Adversarial Networks
20198 citationsauthor #6
MastDP: Matching Based Double Auction Mechanism for Spectrum Trading with Differential Privacy
20199 citationsauthor #6
Capacity Enhancement for Energy-Harvesting Cognitive Radio Networks: A NOMA-Enabled Joint Design
20191 citationsauthor #3
Participant Recruitment for Coverage-Aware Mobile Crowdsensing with Location Differential Privacy
201911 citationsauthor #6
Noncoherent MIMO Codes Construction Using Autoencoders
20198 citationsauthor #3
Secure Authentication of ADS-B Aircraft Communications using Retroactive Key Publication
20193 citationsauthor #3
Optimized Real-Time Flight Data Streaming via Air-to-Air Links for Civil Aviation
20191 citationsauthor #5
Position-Attitude Prediction Based Beam Tracking for UAV mmWave Communications
201928 citationsauthor #4
Data-Driven Service Provisioning over Shared Spectrums with Statistical QoS Guarantee
20192 citationsauthor #3
A Decentralized Private Data Transaction Pricing and Quality Control Method
20195 citationsauthor #5
Deep ${Q}$ -Network-Based Route Scheduling for TNC Vehicles With Passengers’ Location Differential Privacy
201945 citationsauthor #7
Noncoherent Backscatter Communications Over Ambient OFDM Signals
201971 citationsauthor #2
Cyclic Three-Sided Matching Game Inspired Wireless Network Virtualization
201927 citationsauthor #5
Pipe Data Through the Water: Stress Wave Communications Along Pipelines
20191 citationsauthor #6
Caching with Users’ Differential Privacy Preservation in Information-Centric Networks
20190 citationsauthor #1
Data-Driven Spectrum Trading with Secondary Users’ Differential Privacy Preservation
201914 citationsauthor #7
Clock Auction Inspired Privacy Preservation in Colocation Data Centers
20190 citationsauthor #1
Differentially Private Robust ADMM for Distributed Machine Learning
201913 citationsauthor #6
Collaborative Spectrum Trading and Sharing for Cognitive Radio Networks
20195 citationsauthor #4
Catching All Pokémon: Virtual Reward Optimization With Tensor Voting Based Trajectory Privacy
20197 citationsauthor #5
Cooperative Transmission With Priority and Fairness in Edge Computing Systems
20191 citationsauthor #4
Dynamic Multi-Tenant Coordination for Sustainable Colocation Data Centers
201913 citationsauthor #2
Statistical QoS Provisioning Over Uncertain Shared Spectrums in Cognitive IoT Networks: A Distributionally Robust Data-Driven Approach
201918 citationsauthor #3
Differentially Private ADMM for Distributed Medical Machine Learning.
20195 citationsauthor #6

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